A course tailored to your specific needs as an engineer
In four days, you’ll gain an intuitive understanding of machine learning and how to implement state-of-the-art methods using Python. Packed with interactive training modules, case studies and learning exercises, this course teaches machine learning in a way any engineer can understand and apply. You’ll learn both theory and practical engineering applications. You’ll become familiar with a wide range of relevant areas, including supervised and unsupervised learning methods, classification and regression. And, you’ll be challenged to apply what you learn to your own problems.
Hands-on learning brings the content to life
You can choose to learn machine learning concepts using the TCLab device to produce data. Available for purchase, it’s a valuable tool for exploring machine learning concepts using a physical device to produce data.
What if obtaining the hardware is not practical or a USB connection to the computer is not available? Then you can choose the TCLab digital twin—a software-based replica of the TCLab that does not require assessing the physical TCLab device. The digital twin simulates the behavior and responses. In addition, you can interact with and manipulate it to improve learning and allow experimentation.
Intermediate level with some programming experience. It is ideal if they have already been through Data-Driven Engineering with Python.
Day 1 (Time) |
Machine Learning for Engineers |
8:45 AM |
Log-in and System Check |
9 AM |
|
9:30 AM |
|
10:30 PM |
Break |
10:45 PM |
|
12 PM |
Lunch Break |
12:45 PM |
|
2 PM |
Break |
2:15 PM |
|
3:30 PM |
Knowledge Assessment and Review |
4 PM |
Conclude Day 1 |
Day 2 |
Data Science with TCLab |
9 AM |
|
9:30 AM |
|
10:00 AM |
|
10:30 AM |
|
11 AM |
|
11:30 AM |
|
12 PM |
Lunch Break |
12:45 PM |
|
1:45 PM |
|
2:15 PM |
Break |
2:30 PM |
|
3:30 PM |
Knowledge Assessment and Review |
4 PM |
Conclude Day 2 |
Day 3 |
Data-Engineering with Python |
9 AM |
|
10:30 AM |
Break |
10:45 AM |
|
12 PM |
Lunch Break |
12:45 PM |
|
2 PM |
Break |
2:15 PM |
|
3:30 PM |
Knowledge Assessment and Review |
4 PM |
Conclude Day 3 |
Day 4 |
Self-Guided Project |
9 AM |
Individual / Group Project Introduction |
12 PM |
Lunch Break |
2:15 PM |
Break |
2:30 PM |
Presentations |
3:30 PM |
Summarize Course and Certificates |
4 PM |
Conclude Day 4 |
E-mail academy@aiche.org with your question. But be sure so review our FAQ pages first.
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